Due to restrictions following results are derived from synthetic data to demonstrate capability of Computational Healthcare. Please do no derive any inferences from results below.

Index hospitalizations and rehospitalizations following: Transfusion of packed cells

Exclusions selecting index hospitalizations
Order Criteria Count
Total 55000
Excluded - 8500
Selected 46500
Selected Pediatric 0
2 Index LOS < 0 exclude - 0
1 Age <= 19 exclude - 730
3 Index visit during 2011 - 7750
Exclusions selecting rehospitalizations
Order Criteria Count
Total 22400
Excluded - 6660
Selected 15740
Selected Pediatric 0
3 Sub LOS < 0 exclude - 0
1 Age <= 19 exclude - 270
5 Negative delta - 0
2 Initial LOS < 0 exclude - 0
6 delta > 365 days - 4570
4 Initial visit during 2011 - 1790

Index Hospitalization counts

Index hospitalization Count %
All 46500 100%
Discharged 42300 91.0%
Transferred 1050 2.3%
Died 3140 6.8%

All Cause Rehospitalizations

sub count rate explore
All cause readmission in 30 days 5160 12.2% view
All cause readmission in 365 days 12820 30.3% view
All cause readmission in 90 days 8300 19.6% view
All cause transfers or same day readmits 2920 6.9% view
All cause readmission in 7 days excluding transfers or same day readmits 1920 4.5% view
All cause readmission in 60 days 7100 16.8% view

Readmission grouped by subsequent procedures

sub count rate explore
Other endoscopy of small intestine 470 1.1% view
Diagnostic ultrasound of heart 390 0.9% view
Colonoscopy 240 0.6% view
Transfusion of other serum 500 1.2% view
Computerized axial tomography of abdomen 220 0.5% view
Total knee replacement 200 0.5% view
Venous catheterization for renal dialysis 250 0.6% view
Transfusion of packed cells 4620 10.9% view
Venous catheterization, not elsewhere classified 1330 3.1% view
Non-invasive mechanical ventilation 220 0.5% view
Hemodialysis 710 1.7% view
Other physical therapy 760 1.8% view
Transfusion of platelets 520 1.2% view
Esophagogastroduodenoscopy [EGD] with closed biopsy 480 1.1% view
Percutaneous abdominal drainage 290 0.7% view
Injection or infusion of cancer chemotherapeutic substance 390 0.9% view
Coronary arteriography using two catheters 210 0.5% view
Parenteral infusion of concentrated nutritional substances 300 0.7% view
Thoracentesis 290 0.7% view
Continuous invasive mechanical ventilation for 96 consecutive hours or more 410 1.0% view
Occupational therapy 750 1.8% view
Insertion of endotracheal tube 580 1.4% view
Continuous invasive mechanical ventilation for less than 96 consecutive hours 430 1.0% view

Readmission grouped by subsequent primary diagnosis

sub count rate explore
Acute respiratory failure 220 0.5% view
Encounter for antineoplastic chemotherapy 220 0.5% view
Congestive heart failure, unspecified 400 0.9% view
Hemorrhage of gastrointestinal tract, unspecified 210 0.5% view
Unspecified septicemia 690 1.6% view
Care involving other specified rehabilitation procedure 1220 2.9% view
Acute kidney failure, unspecified 310 0.7% view
Urinary tract infection, site not specified 230 0.5% view
Pneumonia, organism unspecified 450 1.1% view

Readmission grouped by subsequent DRG

sub count rate explore
DRG V24 : AFTERCARE, MUSCULOSKELETAL SYSTEM & CONNECTIVE TISSUE 210 0.5% view
DRG V24 : G.I. HEMORRHAGE W CC 580 1.4% view
DRG V24 : HEART FAILURE & SHOCK 590 1.4% view
DRG V24 : RENAL FAILURE 380 0.9% view
DRG V24 : KIDNEY & URINARY TRACT INFECTIONS AGE >17 W CC 240 0.6% view
DRG V24 : RESPIRATORY INFECTIONS & INFLAMMATIONS AGE >17 W CC 230 0.5% view
DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 870 2.1% view
DRG V24 : RED BLOOD CELL DISORDERS AGE >17 480 1.1% view
DRG V24 : NUTRITIONAL & MISC METABOLIC DISORDERS AGE >17 W CC 270 0.6% view
DRG V24 : MAJOR JOINT REPLACEMENT OR REATTACHMENT OF LOWER EXTREMITY 380 0.9% view
DRG V24 : SIMPLE PNEUMONIA & PLEURISY AGE >17 W CC 420 1.0% view
DRG V24 : REHABILITATION 1300 3.1% view